Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660010954

The MH-36 locality cells most similar to this Ahmednagar cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005897

distance 0.218 · cross-district

#2 · Ahmednagarcell 4660010789

distance 0.22

#3 · Ahmednagarcell 4660009627

distance 0.228

#4 · Beedcell 4700007878

distance 0.229 · cross-district

#5 · Parbhanicell 4890000185

distance 0.236 · cross-district

#6 · Ahmednagarcell 4660012402

distance 0.237

#7 · Laturcell 4810005438

distance 0.24 · cross-district

#8 · Dharashivcell 4880006061

distance 0.246 · cross-district

#9 · Laturcell 4810005769

distance 0.248 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690000087

distance 0.253 · cross-district

#11 · Laturcell 4810005820

distance 0.254 · cross-district

#12 · Ahmednagarcell 4660009806

distance 0.255

#13 · Ahmednagarcell 4660011439

distance 0.258

#14 · Parbhanicell 4890000012

distance 0.264 · cross-district

#15 · Laturcell 4810005692

distance 0.264 · cross-district

#16 · Ahmednagarcell 4660010468

distance 0.265

#17 · Dharashivcell 4880005627

distance 0.27 · cross-district

#18 · Parbhanicell 4890001542

distance 0.275 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":466,"cluster_id":4660010954}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.